3050 search results - page 401 / 610 » On-line Algorithms in Machine Learning |
151
click to vote
ICML
2004
IEEE
16 years 5 months ago
2004
IEEE
In many real-world classification problems the input contains a large number of potentially irrelevant features. This paper proposes a new Bayesian framework for determining the r...
138
click to vote
ICPR
2004
IEEE
16 years 6 months ago
2004
IEEE
In this paper, supervised nonparametric information theoretic classification (ITC) is introduced. Its principle relies on the likelihood of a data sample of transmitting its class...
113
click to vote
ECML
2003
Springer
15 years 10 months ago
2003
Springer
We consider the topographic clustering task and focus on the problem of its evaluation, which enables to perform model selection: topographic clustering algorithms, from the origin...
139
click to vote
ESANN
2006
15 years 6 months ago
2006
Spatial filtering is a widely used dimension reduction method in electroencephalogram based brain-computer interface systems. In this paper a new algorithm is proposed, which learn...
139
click to vote
CASCON
2001
15 years 6 months ago
2001
The main problems in text classification are lack of labeled data, as well as the cost of labeling the unlabeled data. We address these problems by exploring co-training - an algo...